How do I install the berry rag mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

What credentials does it need?

It reads `OPENAI_API_KEY` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Berry Rag MCP Server

Local RAG system with Playwright MCP integration for Claude

Remote serverstreamable-httpPython

What is the Berry Rag MCP Server?

Local RAG system with Playwright MCP integration for Claude

What you get

A complete local RAG (Retrieval-Augmented Generation) system that integrates Playwright MCP web scraping with vector database storage for Claude.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
add_document	Add content directly to vector DB
search_documents	Search for similar content
get_context	Get formatted context for queries
list_documents	List all stored documents
get_stats	Vector database statistics
process_scraped_files	Process Playwright scraped content
save_scraped_content	Save content for later processing
crawl_content	Advanced web content extraction with subpage support
extract_links	Extract internal links for subpage discovery
get_content_preview	Quick content preview without full processing

How to install the Berry Rag MCP Server

{
  "mcpServers": {
    "berry-rag": {
      "command": "node",
      "args": [
        "mcp_servers/vector_db_server.js"
      ],
      "cwd": "/Users/eberry/BerryDev/berry-rag"
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Example prompts to try

“Use Berry Rag to add document.”
“Use Berry Rag to search documents.”
“Use Berry Rag to get context.”

Frequently asked questions

Local RAG system with Playwright MCP integration for Claude Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.